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Meredith College
LibGuides
Reference
Data Science Subject Guide
Useful Websites
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Data Science Subject Guide
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Books
Articles
Programming Languages and Tools
Datasets
Useful Websites
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News and Information Sources
Data Science Association
A major professional association, whose website contains a Resource Library of academic papers, videos, and mini-courses related to data science.
Data Science Central
A community of DS practitioners, whose website offers informative articles organized by topic and sector.
KDnuggets
This data analytics information site includes an informative blog, news articles, and tutorials.
Smart Data Collective
A news source about big data management and business intelligence.
Statistics
Data Science Textbook
This online textbook provides detailed explanations (with examples and graphical illustrations) of concepts and applications in statistics.
STATSREF: Statistical Analysis Handbook
A free online guide to concepts, methods, and tools in statistics.
ThinkStats
A free online book that introduces concepts in probability and statistics using basic Python programming.
VassarStats
An excellent interactive resource that helps users make statistical computations and perform statistical procedures, such as t-tests and analysis of variance.
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